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[TVMC] Add test for quantized pytorch model #9467

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merged 1 commit into from
Nov 9, 2021

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lhutton1
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@lhutton1 lhutton1 commented Nov 8, 2021

As a follow up to #9417 and now that #9362 is resolved, this PR adds a
test to check quantized mobilenetv2 is converted correctly.

cc @leandron @u99127

As a follow up to apache#9417 and now that apache#9362 is resolved, this PR adds a
test to check quantized pytorch mobilenetv2 is converted correctly.

Change-Id: Iaf2d38ce71c008e0141a4a2536bd54c2c9f3fe3d
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LGTM

@leandron leandron merged commit 5147442 into apache:main Nov 9, 2021
@lhutton1 lhutton1 deleted the add-quantized-pytorch-test branch November 9, 2021 14:48
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leandron commented Nov 9, 2021

This is merged now, thanks @lhutton1!

AndrewZhaoLuo added a commit to AndrewZhaoLuo/tvm that referenced this pull request Nov 12, 2021
* main: (119 commits)
  [Topi][Op][PyTorch][Vitas] Fix inconsistent kernel layout conventions for conv2d_transpose (apache#9336)
  Fix repository URL in ubuntu_install_rocm.sh (apache#9425)
  Add LLVM-13 installation to Docker setup (apache#9498)
  [Relay] Use target_host determined at Relay level instead of recalculating it (apache#9499)
  Arm(R) Ethos(TM)-U NPU BinaryElementwise operators support (apache#9442)
  [COMMUNITY] Junru's and Wuwei's PGP key for ASF release (apache#9488)
  Add default for split op (apache#9489)
  [HOTFIX][TARGET] Change LOG in compilation config to DLOG (apache#9486)
  Fixed some warnings about lambda's closures that are bigger than necessary (apache#9481)
  [Support] Add libinfo into the runtime build (apache#9310)
  Change Call with TIRCallAttrs to call_lowered op (apache#9312)
  [ETHOSN] Streamline Ethos(TM)-N cross-compile rpc usage (apache#9477)
  [CMSIS-NN] Assert correct amount of CMSIS-NN artifacts in MLF (apache#9480)
  [MicroTVM][PyTest] Explicitly skip MicroTVM unittests. (apache#9335)
  [microNPU] Replace ICHECK with diagnostic context in type inference (apache#9470)
  Better host handling in CompilationConfig & debug printing (apache#9460)
  [AOT][Tests] Use pre-built libraries in Reference System tests (apache#9271)
  [TIR] Add type hint for TIR  (apache#9432)
  [TVMC] Add test for quantized pytorch model (apache#9467)
  [CMSIS-NN] Convert CMSIS-NN to use Target Hooks (apache#9397)
  ...
mehrdadh pushed a commit to mehrdadh/tvm that referenced this pull request Dec 1, 2021
As a follow up to apache#9417 and now that apache#9362 is resolved, this PR adds a
test to check quantized pytorch mobilenetv2 is converted correctly.

Change-Id: Iaf2d38ce71c008e0141a4a2536bd54c2c9f3fe3d
mehrdadh pushed a commit to mehrdadh/tvm that referenced this pull request Dec 1, 2021
As a follow up to apache#9417 and now that apache#9362 is resolved, this PR adds a
test to check quantized pytorch mobilenetv2 is converted correctly.

Change-Id: Iaf2d38ce71c008e0141a4a2536bd54c2c9f3fe3d
ylc pushed a commit to ylc/tvm that referenced this pull request Jan 7, 2022
As a follow up to apache#9417 and now that apache#9362 is resolved, this PR adds a
test to check quantized pytorch mobilenetv2 is converted correctly.

Change-Id: Iaf2d38ce71c008e0141a4a2536bd54c2c9f3fe3d
yangulei pushed a commit to yangulei/tvm that referenced this pull request Jan 11, 2022
As a follow up to apache#9417 and now that apache#9362 is resolved, this PR adds a
test to check quantized pytorch mobilenetv2 is converted correctly.

Change-Id: Iaf2d38ce71c008e0141a4a2536bd54c2c9f3fe3d
ylc pushed a commit to ylc/tvm that referenced this pull request Jan 13, 2022
As a follow up to apache#9417 and now that apache#9362 is resolved, this PR adds a
test to check quantized pytorch mobilenetv2 is converted correctly.

Change-Id: Iaf2d38ce71c008e0141a4a2536bd54c2c9f3fe3d
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2 participants